Guide to Numerical Modelling in Systems Biology

Name: Guide to Numerical Modelling in Systems Biology
Brand: Springer International Publishing AG
SKU: 9783319368825
Price: 257.17 RON
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Autor: Peter Deuflhard, Susanna Roblitz

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Editura: Springer International Publishing AG

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This book is intended for students of computational systems biology with only a limited background i...

Informații despre carte

Autor

Peter Deuflhard, Susanna Roblitz

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

168

EAN

9783319368825

ISBN

3319368826

Enbook ID

15194017

Editura

Springer International Publishing AG

Greutate

338

Dimensiuni

234 x 156 x 14

Descriere completă

This book is intended for students of computational systems biology with only a limited background in mathematics. Typical books on systems biology merely mention algorithmic approaches, but without offering a deeper understanding. On the other hand, mathematical books are typically unreadable for computational biologists. The authors of the present book have worked hard to fill this gap. The result is not a book on systems biology, but on computational methods in systems biology. This book originated from courses taught by the authors at Freie Universität Berlin. The guiding idea of the courses was to convey those mathematical insights that are indispensable for systems biology, teaching the necessary mathematical prerequisites by means of many illustrative examples and without any theorems. The three chapters cover the mathematical modelling of biochemical and physiological processes, numerical simulation of the dynamics of biological networks and identification of model parameters by means of comparisons with real data. Throughout the text, the strengths and weaknesses of numerical algorithms with respect to various systems biological issues are discussed. Web addresses for downloading the corresponding software are also included.

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Guide to Numerical Modelling in Systems Biology

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